The path to mathematical superintelligence | Tudor Achim

Does your “dream job” really exist? You may know Emily Durham as Emily the Recruiter on social media, where she shares practical, refreshingly honest career advice and coaches people through the biggest professional decisions of their lives. Emily doesn’t believe in the idea of a dream job. In this episode, she joins Anne to make the case for the “awake job” that actively fits into your purpose, lifestyle, and financial needs. Emily reflects on how her own purpose has evolved over time, and answers questions from listeners about how to gracefully quit a job, find a path forward when you feel stuck, and communicate your values to a potential employer.Featured guestFollow Emily Durham on Instagram, YouTube, TikTok, and at https://emilydurham.org/Listen to Clock In with Emily DurhamConnect with the teamFollow Anne on Instagram and LinkedIn Follow Frances on Instagram and LinkedInWatch Fixable videos on youtube.com/@TEDPodsVisit Anne and Frances’ websiteHave a question you want Anne and Frances to solve? Email the team at [email protected] or leave a voicemail at 234-349-2253Follow TED on X, Instagram, Facebook, LinkedIn, and TikTok Hosted on Acast. See acast.com/privacy for more information.

The idea that depression comes from a chemical imbalance in the brain has shaped treatment for decades. Neuroscientist Lisa Monteggia shares research suggesting that's not the whole story — and shows how a decades-old drug could upend what we thought we knew about depression, with the potential to offer relief within hours. Hosted on Acast. See acast.com/privacy for more information.

Lead poisoning robs the world's kids of millions of IQ points a day and kills more people than wars, natural disasters and road accidents combined — yet we treat it as a problem we've already solved. Drew McCartor, who runs the nonprofit Pure Earth, has spent nearly two decades proving it doesn't have to be this way. He presents their three-step fix that's already working in places from Georgia to Ghana, and makes the case that we can finally beat a crisis hiding in plain sight. (This ambitious idea is part of The Audacious Project, TED’s initiative to inspire and fund global change.) Hosted on Acast. See acast.com/privacy for more information.

Valorie Kondos Field knows a lot about winning. As the longtime coach of the UCLA women's gymnastics team, she won championship after championship and has been widely acclaimed for her leadership. In this inspiring, brutally honest and, at times, gut-wrenching talk, she shares the secret to her success. Hint: it has nothing to do with "winning."(This episode originally aired in 2021.) Hosted on Acast. See acast.com/privacy for more information.

Author Gregg Ward spent decades grappling with guilt from a personal tragedy before recognizing a different path forward — where purpose replaced self-punishment. What he learned about transforming regret into positive change might make you rethink your own mistakes. Hosted on Acast. See acast.com/privacy for more information.

Around the world, people who work hard are often seen as morally good -- even if they produce little to no results. Social psychologist Azim Shariff analyzes the roots of this belief and suggests a shift towards a more meaningful way to think about effort, rather than admiring work for work's sake.(This episode originally aired in 2023.) Hosted on Acast. See acast.com/privacy for more information.

Social entrepreneur Van Jones believes a new human civilization is being born in real time — and that our technology is racing ahead of our wisdom. In this urgent and hopeful talk, he reframes the AI debate, showing why the real danger isn't the technology itself but rather the communities it leaves behind. His solution? A new deal between big tech and humanity, built on a different kind of "AI" that we desperately need. Hosted on Acast. See acast.com/privacy for more information.

Cognitive scientist Maya Shankar and author Simone Stolzoff have each spent years studying how people navigate uncertainty (and why it often feels so difficult). In this conversation, they discuss why your discomfort with not having the answers might be holding you back — and how leaning into life’s unpredictable moments can unlock resilience, growth and new possibilities. (This conversation was part of an exclusive TED Membership event. TED Membership is the best way to support and engage with the big ideas you love from TED. To learn more, visit ted.com/membership.) Hosted on Acast. See acast.com/privacy for more information.

Pew Research Center president Michael Dimock has spent years listening to what Americans think — and what they're telling him right now is pretty dark. But buried in the data is something revealing: people are ready for bold democratic reform that the country hasn't seen in decades. He explores how America's founders didn't create a finished system of government but rather launched an ongoing project that requires each generation to renew, adapt and reimagine democracy. The survey says Americans are ready to do the work. Hosted on Acast. See acast.com/privacy for more information.

Generative AI hallucinates, creating a truth problem that science can't afford. Computer scientist Tudor Achim thinks a 400-year-old idea holds the fix: Leibniz's dream of a logical framework where errors are simply impossible. Learn about his idea for mathematical superintelligence that would ground AI in formal verification, turning unreliable chatbots into rigorous partners for scientific discovery. Hosted on Acast. See acast.com/privacy for more information.